machine learning

Pandas Dataframe vs Numpy Array: What to Use?

In this post, you will learn about which data structure to use between Pandas Dataframe and Numpy Array when working…

4 years ago

Visualize Decision Tree with Python Sklearn Library

In this post, you will learn about different techniques you can use to visualize decision tree (a machine learning algorithm)…

4 years ago

Decision Tree Classifier Python Code Example

In this post, you will learn about how to train a decision tree classifier machine learning model using Python. The…

4 years ago

How to Convert Sklearn Dataset to Dataframe

In this post, you will learn how to convert Sklearn.datasets to Pandas Dataframe. It will be useful to know this technique (code example)…

4 years ago

Machine Learning – SVM Kernel Trick Example

In this post, you will learn about what are kernel methods, kernel trick, and kernel functions when referred with a Support…

4 years ago

Sklearn SVM Classifier using LibSVM – Code Example

In this post, you learn about Sklearn LibSVM implementation used for training an SVM classifier, with code example.  Here is…

4 years ago

SVM – Understanding C Value with Code Examples

In this post, we will understand the importance of C value on the SVM soft margin classifier overall accuracy using…

4 years ago

SVM as Soft Margin Classifier and C Value

In this post, you will learn about SVM (Support Vector Machine) as Soft Margin Classifier and the importance of Value of C. In the previous post,…

4 years ago

SVM Algorithm as Maximum Margin Classifier

In this post, we will understand the concepts related to SVM (Support Vector Machine) algorithm which is one of the popular machine learning…

4 years ago

Top 5 Data Analytics Methodologies

Here is a list of top 5 data analytics methodologies which can be used to solve different business problems and…

4 years ago

Contract Management Use Cases for Machine Learning

This post briefly represent the contract management use cases which could be solved using machine learning / data science. These use…

4 years ago

Different Types of Classification Learning Algorithms

In this post, you will learn about different types of classification machine learning algorithms that are used for building models. Here are four…

4 years ago

Why Deep Learning is called Deep Learning?

In this post, you will learn why deep learning is called as deep learning. You may recall that deep learning…

5 years ago

Difference – Artificial Intelligence & Machine Learning

In this post, you learn the difference between artificial intelligence & machine learning. Artificial intelligence represents a set of computer…

5 years ago

Deep Learning – Learning Feature Representations

In this post, you learn about what is deep learning with a focus on feature engineering. Here is a quick…

5 years ago

Machine Learning Models Evaluation Infographics

In this post, you will get an access to a self-explanatory infographics / diagram representing different aspects / techniques which need to…

5 years ago